Similar to ASIC's, the problem with FPGA's is they are of limited use on memory hard algorithm's. I remember back in 2018 there was talk on developing FPGA's for accelerating GPU mining, but I don't think they have produced a working unit as of yet.
https://bitcointalk.org/index.php?topic=4391318.1400